
Code Knowledge Graph MCP Server for AI Agents | Symvanta
Create a live code knowledge graph from GitHub repos accessible to AI agents over MCP.
ugurd · Product Hunt
Symvanta The code graph your AI coding agent is missing
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Create a live code knowledge graph from GitHub repos accessible to AI agents over MCP.
ugurd · Product Hunt
Symvanta The code graph your AI coding agent is missing

Shared knowledge graph platform that organizes team context for AI agents and tools.
ximihoque · HN
Collaborative context-sharing memory platform for agents and teams

AI assistant that learns your workflow and routes coding tasks across 30+ frontier models.
@otakuaakash · X

Analyze your codebase to identify where changes introduce risk.
u/jeremyStover · Reddit
My second paying customer bought a full year subscription. I have mentioned https://semfora.ai before, here and there on Reddit. I haven't talked much about what it really provides. I was hoping to drive up some organic traffic, from people that had the motivation to dig past the beta. Stupid idea, but now that we have passed pen tests and hit the minimum requirements check list for security audits, (see other threads about that) we opened up the beta to everyone. Two days after that(

Upload data bundles, visualize as knowledge graphs, and query with AI-powered chat.
u/manndortmund · Reddit
Create, browse and chat with your Open Knowledge Format. The Open Knowledge Format is Google's open standard for knowledge that both people and AI agents can read. This tool lets you build your own OKF , browse it, and question it — without writing markdown and YAML by hand. Upload once, then structure, visualize and ask across your whole bundle. Concept Library Upload a .zip, .md or .json bundle in OKF v0.2 format. The parser reads out the concepts and their frontmatter, so titles, desc

Visualize AI coding-agent runs as interactive graphs from your transcript files.
u/Express-Phase1532 · Reddit
rungraph - see what your coding agent actually did, as an interactive graph (open source) My coding agent kept doing 20 minutes of work I couldn't inspect afterward. The transcript exists (Claude Code and Codex CLI write everything to disk), but nobody reads 4,000 lines of JSON. So I built rungraph, open source and free (MIT). npx rungraph turns every session on your machine into a clickable graph: your prompts run down the spine, subagents get their own lanes, and it flags stuff like ret

Analyze and debug code with AI-powered review using OpenAI's API.
TOPDEV99999 · GitHub
AI-codepilot An advanced AI-driven code analysis tool built with Next.js, leveraging OpenAI's API to review and debug code efficiently.

Connect any two topics by finding paths through real Wikidata relationships.
u/hyperschlauer · Reddit
I built a free knowledge-graph game where every move follows a real Wikidata relationship I’m building Webwoven for OpenAI Build Week, and the beta is now live: https://www.webwoven.org It’s inspired by Wikipedia hopping: you start with one topic and try to reach a target in as few moves as possible. Every move follows a real relationship from a reviewed Wikidata graph. The game therefore shows why two topics are connected instead of treating ordinary page links as paths. Webwoven curr

AI tool that asks clarifying questions and generates verified specifications for coding agents.
jayaprabhakar · HN
I've been building an open source formal methods system (fizzbee.io) for the past few years. Today I'm launching a new app built on the same technology. It performs requirements engineering using formal verification to uncover gaps and produce precise instructions for your coding agents to follow. When given a prompt, it - asks high signal follow-up questions - converts to formal spec and identifies complex requirements gaps - generates validation scenario At the end, it produces a specification document that can be shared with coding agents. In my trials on various projects, it produces working code in fewer iterations. Please give it a try and share your feedback. https://fizzbee.ai/ You can also look at a sample project. https://fizzbee.ai/projects/94bf2869-97a1-445c-8f5d-4445848b...

A local notebook for prototyping and planning with coding agents.
narwhster · HN
A notebook for prototyping with your agent

Generate AI-guided tours of your codebase to understand architecture, entry points, and extension steps.
u/dogballer05 · Reddit
I want to be brutally honest - my team and I built an AI code repo analyzer and we are having trouble getting even our friends and family to use it Looking for helpful feedback on where are we going wrong - we have pitched to companies and individuals and everyone we talk to says that keeping up with and understanding code bases is getting harder and harder as AI moves things so quickly but we are not seeing users even try it out on free accounts. Here is our URL: https://codetours.ai/

Notes with code blocks, Kanban bug tracker, and snippet library with GitHub import.
@SinghApurv1711 · X
Hey! Check it out here: